Invention Application
US20160012316A1 METHOD, SYSTEM AND COMPUTER PROGRAM PRODUCT FOR BREAST DENSITY CLASSIFICATION USING FISHER DISCRIMINATION
审中-公开
方法，系统和计算机程序产品使用FISHER歧视进行乳腺密度分类
- Patent Title: METHOD, SYSTEM AND COMPUTER PROGRAM PRODUCT FOR BREAST DENSITY CLASSIFICATION USING FISHER DISCRIMINATION
- Patent Title (中): 方法，系统和计算机程序产品使用FISHER歧视进行乳腺密度分类
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Application No.: US14853863Application Date: 2015-09-14
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Publication No.: US20160012316A1Publication Date: 2016-01-14
- Inventor: Lahouari GHOUTI
- Applicant: King Fahd University of Petroleum and Minerals , King Abdulaziz City for Science and Technology
- Applicant Address: SA Dhahran SA Riyadh
- Assignee: King Fahd University of Petroleum and Minerals,King Abdulaziz City for Science and Technology
- Current Assignee: King Fahd University of Petroleum and Minerals,King Abdulaziz City for Science and Technology
- Current Assignee Address: SA Dhahran SA Riyadh
- Main IPC: G06K9/62
- IPC: G06K9/62 ; G06K9/46 ; G06T11/60 ; G06T5/00 ; G06K9/52 ; G06T7/00 ; G06F17/30
Abstract:
A method for content-based image retrieval for the classification of breast density from mammographic imagery is described. The breast density is characterized through the Fisher linear discriminants (FLD) extracted from the Principal Component Analysis (PCA). Unlike PCA, the FLD provides a very discriminative representation of the mammographic images in terms of the breast density. Various exemplary methods, systems and computer program products are also disclosed.
Public/Granted literature
- US09317786B2 Method, system and computer program product for breast density classification using fisher discrimination Public/Granted day:2016-04-19
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